Stars
😎 Awesome lists about all kinds of interesting topics
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version in translation
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
A latent text-to-image diffusion model
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
High-Resolution Image Synthesis with Latent Diffusion Models
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
OpenMMLab Detection Toolbox and Benchmark
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
deep learning for image processing including classification and object-detection etc.
Image-to-Image Translation in PyTorch
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
A Deep Learning based project for colorizing and restoring old images (and video!)
WebUI extension for ControlNet
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
Datasets, Transforms and Models specific to Computer Vision
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
Instant neural graphics primitives: lightning fast NeRF and more